A smart handheld edge device for on-site diagnosis and classification of texture and stiffness of excised colorectal cancer polyps

OC Kara, J Xue, N Venkatayogi… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
This paper proposes a smart handheld textural sensing medical device with complementary
Machine Learning (ML) algorithms to enable on-site Colorectal Cancer (CRC) polyp …

Design and development of a novel soft and inflatable tactile sensing balloon for early diagnosis of colorectal cancer polyps

OC Kara, H Kim, J Xue, TG Mohanraj… - 2023 IEEE/RSJ …, 2023 - ieeexplore.ieee.org
In this paper, with the goal of addressing the high early-detection miss rate of colorectal
cancer (CRC) polyps during a colonoscopy procedure, we propose the design and …

A novel soft and inflatable strain-based tactile sensing balloon for enhanced diagnosis of colorectal cancer polyps via colonoscopy

MR Javazm, OC Kara, F Alambeigi - IEEE Sensors Journal, 2024 - ieeexplore.ieee.org
In this article, with the goal of addressing the lack of tactile feedback in colorectal cancer
(CRC) polyps diagnosis using a colonoscopy procedure, we propose the design and …

A novel dual layer cascade reliability framework for an informed and intuitive clinician-AI interaction in diagnosis of colorectal cancer polyps

S Kapuria, P Minot, A Kapusta, N Ikoma… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
We present a novel Cascade Reliability Framework (CRF) that integrates two independent
cascade layers of reliability (ie, variational temperature scaling and conformal prediction) …

Robot-Enabled Machine Learning-Based Diagnosis of Gastric Cancer Polyps Using Partial Surface Tactile Imaging

S Kapuria, J Bonyun, Y Kulkarni… - 2024 IEEE/RSJ …, 2024 - ieeexplore.ieee.org
In this paper, to collectively address the existing limitations on endoscopic diagnosis of
Advanced Gastric Cancer (AGC) Tumors, for the first time, we propose (i) utilization and …